By considering the interconnectedness of various elements, such as curriculum, instruction, assessment, and school organization, systems thinking provides a framework to understand the underlying patterns, feedback loops, and leverage points that shape educational outcomes. Frick's (1993) systems view of restructuring education supports the notion…

When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

Purpose: Critical realism is an increasingly popular "lens" through which complex events, entities and phenomena can be studied. Yet detailed operationalisations of critical realism are at present relatively scarce. This study's objective here is built on existing debates by developing an open systems model of reality, a basis for…

Intended for researchers and clinical leaders, this article suggests that embedded program evaluation is a good fit with the desired features of practice-oriented research. The systematic nature of evaluation that is built into the operational workflow of a practice setting may increase the diversity of methods available to explore processes and…

Artificial intelligence (AI) and machine learning have become increasingly important in modern society and are poised to play an increasingly prominent role in education. This paper seeks to provide a theoretical framework for interrogating the integration of AI in education spaces. The paper argues that the eventual response of educators to…

Agent-based modeling is a promising tool for familiarizing students with complex systems as well as programming skills. Human-environment systems, for instance, entail complex interdependencies that need to be considered when modeling these systems. This complexity is often neglected in teaching modeling approaches. For a heterogeneous group of…

In this study, we empirically examine the diffusion of enterprise systems (ES) systems, and the influence of competency factors on firm performance. A model, based on systems and innovation diffusion theories, was developed and a survey instrument used to gather data from a sample of production firms to test the hypothesized model relationships.…

Researchers have become increasingly interested in the potential use of agent-based modelling for the prediction of social phenomena, motivated by the desire, first, to further cement the method's scientific status and, second, to participate in other scenarios, particularly in the aid of decision-making. This article contributes to the current…

National curriculum reform is a complex negotiation point of how basic education should be practiced and what role it should take in society. The question of participation in this process is central to creating a coherent, responsible, and implementable curriculum--but still left for little investigation in the national level reforms. Our goal was…

Using Bronfenbrenner's bioecological system theory as a framework, we propose an individual's gatekeeper identity development occurs through interactions within multiple social contexts. We conducted a thematic analysis of 11 counselor educators' experiences gatekeeping within each bioecological system. Implications for counselor educators to…

As biological science rapidly generates new knowledge and novel approaches to address increasingly complex and integrative questions, biology educators face the challenge of teaching the next generation of biologists and citizens the skills and knowledge to enable them to keep pace with a dynamic field. Fundamentally, biology is the science of…

Public college and university systems are a major component of the nation's higher education ecosystem. They are the predominant form of organization used by the states (44 out of 50) to govern, manage, coordinate, and resource the provision of higher education in the states. Of the nation's public 4-year college and university students, 75…

A quarter of a century has passed since complex dynamic systems theory was proposed as an alternative paradigm to rethink and reexamine some of the main questions and phenomena in applied linguistics and language learning. In this article, we report a scoping review of the heterogenous body of research adopting this framework. We analyzed 158…

Purpose: Considering personality as changeable through a bottom-up process of altering states, habits and traits, constitutes a shift in the predominant paradigm within personality psychology. The purpose of this paper is to reconsider Bateson's theory of learning and organizational triple-loop learning in light of this recent empirical evidence.…

Aspects of noticing which are often overlooked are brought to the surface and illustrated by accounting-for three accounts-of specific phenomena, two of which readers are invited to experience for themselves. These are used as a springboard for both illustrating the Discipline of Noticing as a method of sensitising oneself to notice possibilities…